fix: match AutoProvisionedAgent shape + valid OutcomeKind for loops

Co-Authored-By: Claude Opus 4.7 <[email protected]>

frontend/src/components/dashboard/AutoProvisionCard.tsx

@@ -71,7 +71,7 @@ export function AutoProvisionCard({
                 color: "#d7d7db",
               }}
             >
-              {a.role_slot} · {a.display_name}
+              {a.role_slot} · {a.name}
             </span>
           ))}
         </div>

frontend/src/components/dashboard/LoopsWizard.tsx

@@ -184,8 +184,14 @@ export function LoopsWizard({
       const r = await autoProvisionTeam({
         title: title.trim() || task.trim().slice(0, 60) || "Loop team",
         description: task.trim(),
-        outcome_kind: "loop",
+        // Loops don't map to a formal outcome_kind — "prod_plan" is the
-        topology_kind: kind,
+        // most neutral choice for the LLM-derived role prompt.
+        outcome_kind: "prod_plan",
+        topology_kind: (kind as
+          | "hub_spoke"
+          | "pipeline"
+          | "hierarchical"
+          | "star_moe") || undefined,
         model: "claude-sonnet-5",
       });
       setAutoTeam(r);